/tmp/ipykernel_4022/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
Turtle 25 RDF/XML Syntax 21 OWL/XML Syntax 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 46 | 4996.382979 | 18107.074227 | 0.0 | 168.0 | 1234.0 | 3014.5 | 124680.0 |
| Declaration | 46 | 1163.851064 | 3310.963199 | 0.0 | 95.5 | 494.0 | 1019.0 | 22818.0 |
| SubClassOf | 45 | 1301.234043 | 3615.063324 | 0.0 | 34.5 | 386.0 | 1273.5 | 24611.0 |
| ObjectPropertyDomain | 42 | 36.787234 | 38.271306 | 0.0 | 10.0 | 23.0 | 57.0 | 148.0 |
| ObjectPropertyRange | 42 | 38.489362 | 38.880459 | 0.0 | 13.0 | 26.0 | 60.5 | 150.0 |
| DataPropertyRange | 38 | 12.659574 | 17.742453 | 0.0 | 1.0 | 5.0 | 21.0 | 97.0 |
| SubObjectPropertyOf | 38 | 55.574468 | 63.884660 | 0.0 | 5.0 | 34.0 | 78.5 | 237.0 |
| DataPropertyDomain | 36 | 14.617021 | 35.913273 | 0.0 | 1.0 | 2.0 | 13.0 | 235.0 |
| DisjointClasses | 35 | 277.404255 | 1788.609706 | 0.0 | 0.5 | 4.0 | 21.0 | 12277.0 |
| InverseObjectProperties | 34 | 13.255319 | 28.161389 | 0.0 | 0.0 | 2.0 | 11.0 | 126.0 |
| ClassAssertion | 33 | 112.723404 | 312.095561 | 0.0 | 0.0 | 3.0 | 35.5 | 1815.0 |
| EquivalentClasses | 29 | 46.425532 | 83.325643 | 0.0 | 0.0 | 3.0 | 64.0 | 395.0 |
| SubDataPropertyOf | 28 | 7.808511 | 12.658797 | 0.0 | 0.0 | 1.0 | 11.0 | 63.0 |
| TransitiveObjectProperty | 27 | 4.106383 | 5.813156 | 0.0 | 0.0 | 1.0 | 6.0 | 28.0 |
| SubAnnotationPropertyOf | 23 | 13.425532 | 35.420913 | 0.0 | 0.0 | 0.0 | 20.0 | 228.0 |
| FunctionalDataProperty | 19 | 1.872340 | 4.321921 | 0.0 | 0.0 | 0.0 | 2.0 | 22.0 |
| FunctionalObjectProperty | 19 | 2.723404 | 4.514239 | 0.0 | 0.0 | 0.0 | 4.0 | 17.0 |
| InverseFunctionalObjectProperty | 18 | 1.808511 | 3.040583 | 0.0 | 0.0 | 0.0 | 3.0 | 11.0 |
| SymmetricObjectProperty | 18 | 3.723404 | 6.758898 | 0.0 | 0.0 | 0.0 | 7.5 | 35.0 |
| IrrefexiveObjectProperty | 17 | 3.765957 | 6.754106 | 0.0 | 0.0 | 0.0 | 2.0 | 22.0 |
| AsymmetricObjectProperty | 16 | 3.021277 | 5.753975 | 0.0 | 0.0 | 0.0 | 1.5 | 20.0 |
| AnnotationPropertyRangeOf | 16 | 6.531915 | 20.348968 | 0.0 | 0.0 | 0.0 | 2.5 | 134.0 |
| DisjointUnion | 13 | 6.957447 | 18.919690 | 0.0 | 0.0 | 0.0 | 1.0 | 116.0 |
| ObjectPropertyAssertion | 13 | 101.170213 | 341.046810 | 0.0 | 0.0 | 0.0 | 2.5 | 2051.0 |
| DataPropertyAssertion | 12 | 111.829787 | 543.130752 | 0.0 | 0.0 | 0.0 | 1.0 | 3617.0 |
| ReflexiveObjectProperty | 8 | 0.212766 | 0.549156 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 |
| SubPropertyChainOf | 7 | 0.978723 | 3.397501 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 |
| AnnotationPropertyDomain | 7 | 0.170213 | 0.433346 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 |
| DisjointObjectProperties | 6 | 0.446809 | 1.529543 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 |
| EquivalentObjectProperties | 6 | 1.340426 | 5.474354 | 0.0 | 0.0 | 0.0 | 0.0 | 36.0 |
| DifferentIndividuals | 5 | 0.361702 | 1.275616 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 |
| SameIndividual | 3 | 0.659574 | 2.822862 | 0.0 | 0.0 | 0.0 | 0.0 | 17.0 |
| EquivalentDataProperties | 3 | 0.404255 | 1.702422 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 |
| NegativeObjectPropertyAssertion | 2 | 0.042553 | 0.204030 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| Rule | 1 | 0.170213 | 1.166920 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 |
| DisjointDataProperties | 1 | 0.042553 | 0.291730 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 |
| DatatypeDefinition | 1 | 0.404255 | 2.771435 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 47 | 4516.851064 | 11234.357951 | 18.0 | 223.0 | 1331.0 | 4722.0 | 70987.0 |
| ObjectUnionOf | 33 | 15.638298 | 22.608603 | 0.0 | 0.0 | 6.0 | 14.0 | 88.0 |
| ObjectAllValuesFrom | 29 | 20.787234 | 34.257298 | 0.0 | 0.0 | 5.0 | 28.5 | 162.0 |
| ObjectSomeValuesFrom | 29 | 161.723404 | 321.344709 | 0.0 | 0.0 | 13.0 | 131.5 | 1478.0 |
| ObjectIntersectionOf | 25 | 33.276596 | 93.590157 | 0.0 | 0.0 | 1.0 | 17.0 | 470.0 |
| ObjectExactCardinality | 24 | 8.936170 | 24.026620 | 0.0 | 0.0 | 1.0 | 5.0 | 114.0 |
| DataHasValue | 18 | 36.531915 | 83.662846 | 0.0 | 0.0 | 0.0 | 37.0 | 494.0 |
| DataExactCardinality | 18 | 2.170213 | 3.690877 | 0.0 | 0.0 | 0.0 | 3.0 | 14.0 |
| DataAllValuesFrom | 16 | 1.063830 | 1.904277 | 0.0 | 0.0 | 0.0 | 2.0 | 8.0 |
| ObjectComplementOf | 14 | 2.297872 | 4.990926 | 0.0 | 0.0 | 0.0 | 3.0 | 22.0 |
| ObjectHasValue | 14 | 7.340426 | 24.325936 | 0.0 | 0.0 | 0.0 | 1.0 | 121.0 |
| DataSomeValuesFrom | 13 | 1.680851 | 3.624232 | 0.0 | 0.0 | 0.0 | 3.0 | 17.0 |
| ObjectMinCardinality | 11 | 1.340426 | 4.419702 | 0.0 | 0.0 | 0.0 | 0.0 | 28.0 |
| ObjectMaxCardinality | 7 | 19.319149 | 130.362722 | 0.0 | 0.0 | 0.0 | 0.0 | 894.0 |
| ObjectOneOf | 7 | 6.191489 | 39.487278 | 0.0 | 0.0 | 0.0 | 0.0 | 271.0 |
| DataMaxCardinality | 3 | 0.446809 | 2.500509 | 0.0 | 0.0 | 0.0 | 0.0 | 17.0 |
| DataMinCardinality | 2 | 0.042553 | 0.204030 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 27 | OBO | 0.328 | 0.571 | 0.085 |
| 39 | enanomapper | 0.285 | 0.571 | 0.000 |
| 20 | MDO | 0.285 | 0.571 | 0.000 |
| 0 | AMONTOLOGY | 0.285 | 0.571 | 0.000 |
| 28 | OEO | 0.285 | 0.571 | 0.000 |
| 8 | EMMO | 0.275 | 0.549 | 0.000 |
| 10 | EMMO_BattINFO | 0.275 | 0.549 | 0.000 |
| 13 | EMMO_crystallography | 0.275 | 0.549 | 0.000 |
| 4 | CHAMEO | 0.275 | 0.549 | 0.000 |
| 11 | EMMO_Datamodel | 0.264 | 0.527 | 0.000 |
| 15 | EMMO_mechanical_testing | 0.264 | 0.527 | 0.000 |
| 32 | SEMMD | 0.252 | 0.504 | 0.000 |
| 14 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 2 | BWMD-MID | 0.252 | 0.504 | 0.000 |
| 1 | BWMD-DOMAIN | 0.252 | 0.504 | 0.000 |
| 12 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 3 | CCO | 0.252 | 0.504 | 0.000 |
| 40 | m4i | 0.241 | 0.482 | 0.000 |
| 31 | SAREF | 0.241 | 0.482 | 0.000 |
| 25 | NPO | 0.234 | 0.467 | 0.000 |
| 6 | DEB | 0.234 | 0.467 | 0.000 |
| 16 | EMMO_microstructure | 0.234 | 0.467 | 0.000 |
| 34 | SO | 0.234 | 0.467 | 0.000 |
| 19 | MAMBO | 0.234 | 0.467 | 0.000 |
| 35 | SP | 0.234 | 0.467 | 0.000 |
| 5 | CIF | 0.222 | 0.444 | 0.000 |
| 30 | PMD | 0.222 | 0.444 | 0.000 |
| 24 | MaterialsMine | 0.222 | 0.444 | 0.000 |
| 7 | DISO | 0.222 | 0.444 | 0.000 |
| 9 | EMMO_BVC | 0.222 | 0.444 | 0.000 |
| 26 | NanoMine | 0.222 | 0.444 | 0.000 |
| 22 | MSEO | 0.222 | 0.444 | 0.000 |
| 17 | GPO | 0.222 | 0.444 | 0.000 |
| 23 | MatOnto | 0.222 | 0.444 | 0.000 |
| 42 | mvc | 0.222 | 0.444 | 0.000 |
| 18 | LPBFO | 0.219 | 0.438 | 0.000 |
| 21 | MOL_TENSILE | 0.208 | 0.416 | 0.000 |
| 44 | opmw | 0.200 | 0.400 | 0.000 |
| 37 | WILD | 0.200 | 0.400 | 0.000 |
| 45 | periodictable | 0.200 | 0.400 | 0.000 |
| 33 | SKOS_MDO | 0.200 | 0.400 | 0.000 |
| 36 | SSN | 0.189 | 0.378 | 0.000 |
| 29 | OSMO | 0.189 | 0.378 | 0.000 |
| 38 | bmo | 0.189 | 0.378 | 0.000 |
| 41 | matinfo | 0.167 | 0.333 | 0.000 |
| 46 | ssos | 0.155 | 0.311 | 0.000 |
| 43 | ontorule | 0.155 | 0.311 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 47.0 | 0.233723 | 0.036060 | 0.155 | 0.2205 | 0.234 | 0.252 | 0.328 |
| score_dash | 47.0 | 0.465489 | 0.068177 | 0.311 | 0.4410 | 0.467 | 0.504 | 0.571 |
| score_impact | 47.0 | 0.001809 | 0.012399 | 0.000 | 0.0000 | 0.000 | 0.000 | 0.085 |